Dataset info
| Number of variables | 36 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 11557 (32.1%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 281.4 KiB |
| Average record size in memory | 288.1 B |
Variables types
| Numeric | 29 |
|---|---|
| Categorical | 4 |
| Boolean | 1 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 2 |
| Unsupported | 0 |
Warnings
Age has 670 (67.0%) missing values | Missing |
Albumin has 300 (30.0%) missing values | Missing |
Arterial_partial_pressure_co2 has 300 (30.0%) missing values | Missing |
Arterial_ph has 300 (30.0%) missing values | Missing |
Bilirubin has 300 (30.0%) missing values | Missing |
BUN has 300 (30.0%) missing values | Missing |
Calcium has 300 (30.0%) missing values | Missing |
Creatinine has 300 (30.0%) missing values | Missing |
Diagnosis_code has 512 (51.2%) missing values | Missing |
Diastolic_blood_pressure_max has 68 (6.8%) zeros | Zeros |
Diastolic_blood_pressure_max has 300 (30.0%) missing values | Missing |
Diastolic_blood_pressure_min is highly correlated with Diastolic_blood_pressure_max (ρ = 1) | Rejected |
Gender has 654 (65.4%) missing values | Missing |
glucose has 300 (30.0%) missing values | Missing |
Hco3 has 300 (30.0%) missing values | Missing |
heart_rate has 300 (30.0%) missing values | Missing |
Height has 661 (66.1%) missing values | Missing |
Hemaglobin has 300 (30.0%) missing values | Missing |
Hematocrit has 300 (30.0%) missing values | Missing |
INR has 300 (30.0%) missing values | Missing |
Lactate has 300 (30.0%) missing values | Missing |
Mean_blood_pressure has 300 (30.0%) missing values | Missing |
Oxygen_saturation has 300 (30.0%) missing values | Missing |
Pao2fio2 has 300 (30.0%) missing values | Missing |
Platlets has 300 (30.0%) missing values | Missing |
Potassium has 300 (30.0%) missing values | Missing |
Resprate_rate has 300 (30.0%) missing values | Missing |
Sodium has 22 (2.2%) zeros | Zeros |
Sodium has 300 (30.0%) missing values | Missing |
Systolic_blood_pressure_max has 300 (30.0%) missing values | Missing |
Systolic_blood_pressure_min is highly correlated with Systolic_blood_pressure_max (ρ = 1) | Rejected |
Temperature has 300 (30.0%) missing values | Missing |
Urineoutput has 300 (30.0%) missing values | Missing |
WBC has 300 (30.0%) missing values | Missing |
Weight has 660 (66.0%) missing values | Missing |
Age
Numeric
| Distinct count | 75 |
|---|---|
| Unique (%) | 7.5% |
| Missing (%) | 67.0% |
| Missing (n) | 670 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 55.88787879 |
|---|---|
| Minimum | 16 |
| Maximum | 89 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 39 |
| Median | 56 |
| Q3 | 76 |
| 95-th percentile | 87.55 |
| Maximum | 89 |
| Range | 73 |
| Interquartile range | 37 |
Descriptive statistics
| Standard deviation | 21.72506092 |
|---|---|
| Coef of variation | 0.3887258095 |
| Kurtosis | -1.183646421 |
| Mean | 55.88787879 |
| MAD | 18.78286501 |
| Skewness | -0.1531832643 |
| Sum | 18443 |
| Variance | 471.9782721 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 83 | 14 | 1.4% | |
| 43 | 10 | 1.0% | |
| 89 | 9 | 0.9% | |
| 56 | 9 | 0.9% | |
| 81 | 8 | 0.8% | |
| 48 | 8 | 0.8% | |
| 88 | 8 | 0.8% | |
| 75 | 7 | 0.7% | |
| 60 | 7 | 0.7% | |
| 52 | 7 | 0.7% | |
| Other values (64) | 243 | 24.3% | |
| (Missing) | 670 | 67.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 16 | 1 | 0.1% | |
| 17 | 7 | 0.7% | |
| 18 | 4 | 0.4% | |
| 19 | 6 | 0.6% | |
| 20 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 89 | 9 | 0.9% | |
| 88 | 8 | 0.8% | |
| 87 | 5 | 0.5% | |
| 86 | 3 | 0.3% | |
| 85 | 3 | 0.3% |
Albumin
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.472857143 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.721065431 |
|---|---|
| Coef of variation | 0.4955762244 |
| Kurtosis | -1.265735464 |
| Mean | 3.472857143 |
| MAD | 1.506522449 |
| Skewness | 0.04442699909 |
| Sum | 2431 |
| Variance | 2.962066217 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 6 | 123 | 12.3% | |
| 3 | 120 | 12.0% | |
| 1 | 120 | 12.0% | |
| 4 | 118 | 11.8% | |
| 2 | 118 | 11.8% | |
| 5 | 101 | 10.1% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 120 | 12.0% | |
| 2 | 118 | 11.8% | |
| 3 | 120 | 12.0% | |
| 4 | 118 | 11.8% | |
| 5 | 101 | 10.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 123 | 12.3% | |
| 5 | 101 | 10.1% | |
| 4 | 118 | 11.8% | |
| 3 | 120 | 12.0% | |
| 2 | 118 | 11.8% |
Arterial_partial_pressure_co2
Numeric
| Distinct count | 234 |
|---|---|
| Unique (%) | 23.4% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 129 |
|---|---|
| Minimum | 5 |
| Maximum | 250 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 69.75 |
| Median | 127 |
| Q3 | 189 |
| 95-th percentile | 235.05 |
| Maximum | 250 |
| Range | 245 |
| Interquartile range | 119.25 |
Descriptive statistics
| Standard deviation | 69.39435523 |
|---|---|
| Coef of variation | 0.5379407382 |
| Kurtosis | -1.162107223 |
| Mean | 129 |
| MAD | 59.52857143 |
| Skewness | -0.001201132851 |
| Sum | 90300 |
| Variance | 4815.576538 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 39 | 9 | 0.9% | |
| 164 | 9 | 0.9% | |
| 66 | 8 | 0.8% | |
| 117 | 7 | 0.7% | |
| 223 | 7 | 0.7% | |
| 209 | 7 | 0.7% | |
| 235 | 7 | 0.7% | |
| 45 | 6 | 0.6% | |
| 163 | 6 | 0.6% | |
| 114 | 6 | 0.6% | |
| Other values (223) | 628 | 62.8% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5 | 2 | 0.2% | |
| 6 | 4 | 0.4% | |
| 7 | 4 | 0.4% | |
| 8 | 2 | 0.2% | |
| 9 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 250 | 1 | 0.1% | |
| 249 | 1 | 0.1% | |
| 248 | 4 | 0.4% | |
| 247 | 3 | 0.3% | |
| 246 | 5 | 0.5% |
Arterial_ph
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| 8 | |
|---|---|
| 7 | |
| 6 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 8 | 322 | 32.2% | |
| 7 | 313 | 31.3% | |
| 6 | 65 | 6.5% | |
| (Missing) | 300 | 30.0% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Bilirubin
Numeric
| Distinct count | 441 |
|---|---|
| Unique (%) | 44.1% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 373.7014286 |
|---|---|
| Minimum | 15 |
| Maximum | 720 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 46.9 |
| Q1 | 184.5 |
| Median | 381 |
| Q3 | 559.5 |
| 95-th percentile | 688.05 |
| Maximum | 720 |
| Range | 705 |
| Interquartile range | 375 |
Descriptive statistics
| Standard deviation | 209.2366964 |
|---|---|
| Coef of variation | 0.5599033893 |
| Kurtosis | -1.241588476 |
| Mean | 373.7014286 |
| MAD | 182.0628367 |
| Skewness | -0.07690334673 |
| Sum | 261591 |
| Variance | 43779.99513 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 452 | 6 | 0.6% | |
| 670 | 5 | 0.5% | |
| 544 | 4 | 0.4% | |
| 566 | 4 | 0.4% | |
| 470 | 4 | 0.4% | |
| 656 | 4 | 0.4% | |
| 36 | 4 | 0.4% | |
| 33 | 4 | 0.4% | |
| 610 | 4 | 0.4% | |
| 112 | 4 | 0.4% | |
| Other values (430) | 657 | 65.7% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 15 | 1 | 0.1% | |
| 16 | 1 | 0.1% | |
| 17 | 2 | 0.2% | |
| 19 | 2 | 0.2% | |
| 20 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 720 | 2 | 0.2% | |
| 719 | 1 | 0.1% | |
| 716 | 1 | 0.1% | |
| 715 | 1 | 0.1% | |
| 714 | 2 | 0.2% |
BUN
Numeric
| Distinct count | 521 |
|---|---|
| Unique (%) | 52.1% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 600.3357143 |
|---|---|
| Minimum | 1 |
| Maximum | 1199 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 280.5 |
| Median | 607.5 |
| Q3 | 906.25 |
| 95-th percentile | 1136 |
| Maximum | 1199 |
| Range | 1198 |
| Interquartile range | 625.75 |
Descriptive statistics
| Standard deviation | 351.303683 |
|---|---|
| Coef of variation | 0.5851787169 |
| Kurtosis | -1.229931274 |
| Mean | 600.3357143 |
| MAD | 306.0823469 |
| Skewness | -0.05070754705 |
| Sum | 420235 |
| Variance | 123414.2777 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 503 | 4 | 0.4% | |
| 723 | 4 | 0.4% | |
| 582 | 4 | 0.4% | |
| 1065 | 4 | 0.4% | |
| 347 | 4 | 0.4% | |
| 1147 | 4 | 0.4% | |
| 876 | 3 | 0.3% | |
| 482 | 3 | 0.3% | |
| 512 | 3 | 0.3% | |
| 904 | 3 | 0.3% | |
| Other values (510) | 664 | 66.4% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 4 | 1 | 0.1% | |
| 5 | 1 | 0.1% | |
| 6 | 2 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1199 | 1 | 0.1% | |
| 1196 | 1 | 0.1% | |
| 1194 | 1 | 0.1% | |
| 1191 | 1 | 0.1% | |
| 1186 | 1 | 0.1% |
Calcium
Numeric
| Distinct count | 101 |
|---|---|
| Unique (%) | 10.1% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 50.40428571 |
|---|---|
| Minimum | 1 |
| Maximum | 100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 27 |
| Median | 50 |
| Q3 | 75 |
| 95-th percentile | 95 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range | 48 |
Descriptive statistics
| Standard deviation | 28.26662821 |
|---|---|
| Coef of variation | 0.560798111 |
| Kurtosis | -1.144454537 |
| Mean | 50.40428571 |
| MAD | 24.36544082 |
| Skewness | 0.01365319147 |
| Sum | 35283 |
| Variance | 799.0022706 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 22 | 14 | 1.4% | |
| 44 | 12 | 1.2% | |
| 76 | 12 | 1.2% | |
| 96 | 11 | 1.1% | |
| 77 | 11 | 1.1% | |
| 95 | 11 | 1.1% | |
| 35 | 11 | 1.1% | |
| 10 | 11 | 1.1% | |
| 23 | 11 | 1.1% | |
| 33 | 10 | 1.0% | |
| Other values (90) | 586 | 58.6% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 7 | 0.7% | |
| 2 | 9 | 0.9% | |
| 3 | 9 | 0.9% | |
| 4 | 5 | 0.5% | |
| 5 | 10 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 3 | 0.3% | |
| 99 | 6 | 0.6% | |
| 98 | 9 | 0.9% | |
| 97 | 4 | 0.4% | |
| 96 | 11 | 1.1% |
Creatinine
Numeric
| Distinct count | 101 |
|---|---|
| Unique (%) | 10.1% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 50.33428571 |
|---|---|
| Minimum | 1 |
| Maximum | 100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 25 |
| Median | 50 |
| Q3 | 75 |
| 95-th percentile | 95 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range | 50 |
Descriptive statistics
| Standard deviation | 29.151368 |
|---|---|
| Coef of variation | 0.5791552932 |
| Kurtosis | -1.211301647 |
| Mean | 50.33428571 |
| MAD | 25.23239184 |
| Skewness | -0.02664857481 |
| Sum | 35234 |
| Variance | 849.8022563 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 67 | 15 | 1.5% | |
| 93 | 14 | 1.4% | |
| 65 | 14 | 1.4% | |
| 15 | 13 | 1.3% | |
| 3 | 12 | 1.2% | |
| 29 | 12 | 1.2% | |
| 6 | 12 | 1.2% | |
| 86 | 12 | 1.2% | |
| 39 | 11 | 1.1% | |
| 70 | 11 | 1.1% | |
| Other values (90) | 574 | 57.4% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 7 | 0.7% | |
| 2 | 8 | 0.8% | |
| 3 | 12 | 1.2% | |
| 4 | 6 | 0.6% | |
| 5 | 5 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 6 | 0.6% | |
| 99 | 4 | 0.4% | |
| 98 | 8 | 0.8% | |
| 97 | 9 | 0.9% | |
| 96 | 6 | 0.6% |
Diagnosis_code
Numeric
| Distinct count | 238 |
|---|---|
| Unique (%) | 23.8% |
| Missing (%) | 51.2% |
| Missing (n) | 512 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 350.2377049 |
|---|---|
| Minimum | 208 |
| Maximum | 499 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 208 |
|---|---|
| 5-th percentile | 222 |
| Q1 | 273 |
| Median | 355.5 |
| Q3 | 428.25 |
| 95-th percentile | 484.65 |
| Maximum | 499 |
| Range | 291 |
| Interquartile range | 155.25 |
Descriptive statistics
| Standard deviation | 86.92497681 |
|---|---|
| Coef of variation | 0.2481885177 |
| Kurtosis | -1.257949347 |
| Mean | 350.2377049 |
| MAD | 75.4961032 |
| Skewness | 0.00629256757 |
| Sum | 170916 |
| Variance | 7555.951594 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 235 | 6 | 0.6% | |
| 325 | 6 | 0.6% | |
| 243 | 5 | 0.5% | |
| 316 | 5 | 0.5% | |
| 278 | 5 | 0.5% | |
| 253 | 5 | 0.5% | |
| 369 | 5 | 0.5% | |
| 312 | 5 | 0.5% | |
| 356 | 5 | 0.5% | |
| 408 | 4 | 0.4% | |
| Other values (227) | 437 | 43.7% | |
| (Missing) | 512 | 51.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 208 | 3 | 0.3% | |
| 209 | 1 | 0.1% | |
| 210 | 2 | 0.2% | |
| 211 | 2 | 0.2% | |
| 212 | 2 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 499 | 4 | 0.4% | |
| 498 | 1 | 0.1% | |
| 497 | 2 | 0.2% | |
| 496 | 1 | 0.1% | |
| 494 | 4 | 0.4% |
Diastolic_blood_pressure_max
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.222857143 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 6.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.2 |
| Median | 3.6 |
| Q3 | 4.8 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 3.6 |
Descriptive statistics
| Standard deviation | 1.893756886 |
|---|---|
| Coef of variation | 0.5876018707 |
| Kurtosis | -1.110496707 |
| Mean | 3.222857143 |
| MAD | 1.633469388 |
| Skewness | -0.08647346437 |
| Sum | 2256 |
| Variance | 3.586315144 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 3.6 | 136 | 13.6% | |
| 4.8 | 131 | 13.1% | |
| 2.4 | 131 | 13.1% | |
| 1.2 | 121 | 12.1% | |
| 6 | 113 | 11.3% | |
| 0 | 68 | 6.8% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 68 | 6.8% | |
| 1.2 | 121 | 12.1% | |
| 2.4 | 131 | 13.1% | |
| 3.6 | 136 | 13.6% | |
| 4.8 | 131 | 13.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 113 | 11.3% | |
| 4.8 | 131 | 13.1% | |
| 3.6 | 136 | 13.6% | |
| 2.4 | 131 | 13.1% | |
| 1.2 | 121 | 12.1% |
Diastolic_blood_pressure_min
Highly correlated
This variable is highly correlated with Diastolic_blood_pressure_max and should be ignored for analysis
| Correlation | 1 |
|---|
encounter_id
Numeric
| Distinct count | 999 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 261509.747 |
|---|---|
| Minimum | 21283 |
| Maximum | 500031 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 21283 |
|---|---|
| 5-th percentile | 53166.9 |
| Q1 | 140835.25 |
| Median | 261756.5 |
| Q3 | 374011 |
| 95-th percentile | 482104.6 |
| Maximum | 500031 |
| Range | 478748 |
| Interquartile range | 233175.75 |
Descriptive statistics
| Standard deviation | 136155.949 |
|---|---|
| Coef of variation | 0.5206534388 |
| Kurtosis | -1.163857933 |
| Mean | 261509.747 |
| MAD | 117293.598 |
| Skewness | 0.04370239824 |
| Sum | 261509747 |
| Variance | 1.853844246e+10 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 21283. 500031.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 115918 | 2 | 0.2% | |
| 193179 | 1 | 0.1% | |
| 41641 | 1 | 0.1% | |
| 209576 | 1 | 0.1% | |
| 309927 | 1 | 0.1% | |
| 193190 | 1 | 0.1% | |
| 154277 | 1 | 0.1% | |
| 476681 | 1 | 0.1% | |
| 259144 | 1 | 0.1% | |
| 205474 | 1 | 0.1% | |
| Other values (989) | 989 | 98.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 21283 | 1 | 0.1% | |
| 21554 | 1 | 0.1% | |
| 22719 | 1 | 0.1% | |
| 23298 | 1 | 0.1% | |
| 26261 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 500031 | 1 | 0.1% | |
| 499765 | 1 | 0.1% | |
| 499374 | 1 | 0.1% | |
| 498996 | 1 | 0.1% | |
| 498992 | 1 | 0.1% |
Ethnicity
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| African American | |
|---|---|
| Hispanic | |
| Asian |
| Value | Count | Frequency (%) | |
| African American | 275 | 27.5% | |
| Hispanic | 267 | 26.7% | |
| Asian | 242 | 24.2% | |
| Caucasian | 216 | 21.6% |
| Max length | 16 |
|---|---|
| Mean length | 9.69 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
Gender
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 65.4% |
| Missing (n) | 654 |
| F | |
|---|---|
| M | |
| (Missing) |
| Value | Count | Frequency (%) | |
| F | 187 | 18.7% | |
| M | 159 | 15.9% | |
| (Missing) | 654 | 65.4% |
| Max length | 3 |
|---|---|
| Mean length | 2.308 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
glucose
Numeric
| Distinct count | 36 |
|---|---|
| Unique (%) | 3.6% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.62 |
|---|---|
| Minimum | 0 |
| Maximum | 34 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 10 |
| Median | 18 |
| Q3 | 26 |
| 95-th percentile | 32 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range | 16 |
Descriptive statistics
| Standard deviation | 9.720479686 |
|---|---|
| Coef of variation | 0.5516730809 |
| Kurtosis | -1.168561774 |
| Mean | 17.62 |
| MAD | 8.429657143 |
| Skewness | -0.06591666946 |
| Sum | 12334 |
| Variance | 94.48772532 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) | |
| 20 | 36 | 3.6% | |
| 31 | 31 | 3.1% | |
| 25 | 29 | 2.9% | |
| 28 | 27 | 2.7% | |
| 12 | 26 | 2.6% | |
| 16 | 25 | 2.5% | |
| 30 | 24 | 2.4% | |
| 13 | 24 | 2.4% | |
| 10 | 23 | 2.3% | |
| 27 | 22 | 2.2% | |
| Other values (25) | 433 | 43.3% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10 | 1.0% | |
| 1 | 18 | 1.8% | |
| 2 | 19 | 1.9% | |
| 3 | 17 | 1.7% | |
| 4 | 18 | 1.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 34 | 12 | 1.2% | |
| 33 | 16 | 1.6% | |
| 32 | 21 | 2.1% | |
| 31 | 31 | 3.1% | |
| 30 | 24 | 2.4% |
Hco3
Numeric
| Distinct count | 234 |
|---|---|
| Unique (%) | 23.4% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 122.2842857 |
|---|---|
| Minimum | 2 |
| Maximum | 250 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 57 |
| Median | 119.5 |
| Q3 | 181.25 |
| 95-th percentile | 236.05 |
| Maximum | 250 |
| Range | 248 |
| Interquartile range | 124.25 |
Descriptive statistics
| Standard deviation | 72.16576478 |
|---|---|
| Coef of variation | 0.5901474941 |
| Kurtosis | -1.179240979 |
| Mean | 122.2842857 |
| MAD | 62.16055918 |
| Skewness | 0.06830855282 |
| Sum | 85599 |
| Variance | 5207.897607 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 11 | 8 | 0.8% | |
| 177 | 8 | 0.8% | |
| 99 | 8 | 0.8% | |
| 236 | 7 | 0.7% | |
| 36 | 7 | 0.7% | |
| 226 | 6 | 0.6% | |
| 122 | 6 | 0.6% | |
| 232 | 6 | 0.6% | |
| 56 | 6 | 0.6% | |
| 104 | 6 | 0.6% | |
| Other values (223) | 632 | 63.2% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 2 | 0.2% | |
| 3 | 2 | 0.2% | |
| 4 | 4 | 0.4% | |
| 5 | 1 | 0.1% | |
| 6 | 3 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 250 | 2 | 0.2% | |
| 249 | 5 | 0.5% | |
| 248 | 3 | 0.3% | |
| 247 | 1 | 0.1% | |
| 246 | 1 | 0.1% |
heart_rate
Numeric
| Distinct count | 579 |
|---|---|
| Unique (%) | 57.9% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 810.03 |
|---|---|
| Minimum | 6 |
| Maximum | 1619 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 79.75 |
| Q1 | 428.5 |
| Median | 794.5 |
| Q3 | 1198.5 |
| 95-th percentile | 1546.2 |
| Maximum | 1619 |
| Range | 1613 |
| Interquartile range | 770 |
Descriptive statistics
| Standard deviation | 461.9594523 |
|---|---|
| Coef of variation | 0.5702991893 |
| Kurtosis | -1.136889087 |
| Mean | 810.03 |
| MAD | 396.6822 |
| Skewness | 0.01416187808 |
| Sum | 567021 |
| Variance | 213406.5356 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 758 | 4 | 0.4% | |
| 1403 | 4 | 0.4% | |
| 852 | 4 | 0.4% | |
| 611 | 3 | 0.3% | |
| 984 | 3 | 0.3% | |
| 1566 | 3 | 0.3% | |
| 769 | 3 | 0.3% | |
| 285 | 3 | 0.3% | |
| 89 | 3 | 0.3% | |
| 1517 | 2 | 0.2% | |
| Other values (568) | 668 | 66.8% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 6 | 2 | 0.2% | |
| 7 | 1 | 0.1% | |
| 8 | 1 | 0.1% | |
| 19 | 1 | 0.1% | |
| 23 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1619 | 2 | 0.2% | |
| 1615 | 1 | 0.1% | |
| 1608 | 2 | 0.2% | |
| 1606 | 2 | 0.2% | |
| 1600 | 1 | 0.1% |
Height
Numeric
| Distinct count | 330 |
|---|---|
| Unique (%) | 33.0% |
| Missing (%) | 66.1% |
| Missing (n) | 661 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 160.8433923 |
|---|---|
| Minimum | 99.98 |
| Maximum | 221.19 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 99.98 |
|---|---|
| 5-th percentile | 129.52 |
| Q1 | 148.52 |
| Median | 160.44 |
| Q3 | 172.89 |
| 95-th percentile | 193.405 |
| Maximum | 221.19 |
| Range | 121.21 |
| Interquartile range | 24.37 |
Descriptive statistics
| Standard deviation | 19.085316 |
|---|---|
| Coef of variation | 0.118657756 |
| Kurtosis | 0.3006765938 |
| Mean | 160.8433923 |
| MAD | 14.89488779 |
| Skewness | 0.02480850983 |
| Sum | 54525.91 |
| Variance | 364.249287 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 140.57 | 2 | 0.2% | |
| 138.88 | 2 | 0.2% | |
| 160.93 | 2 | 0.2% | |
| 162.62 | 2 | 0.2% | |
| 156.87 | 2 | 0.2% | |
| 158.15 | 2 | 0.2% | |
| 147.82 | 2 | 0.2% | |
| 165.57 | 2 | 0.2% | |
| 156.4 | 2 | 0.2% | |
| 139.55 | 2 | 0.2% | |
| Other values (319) | 319 | 31.9% | |
| (Missing) | 661 | 66.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 99.98 | 1 | 0.1% | |
| 108.61 | 1 | 0.1% | |
| 112.41 | 1 | 0.1% | |
| 116.91 | 1 | 0.1% | |
| 116.94 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 221.19 | 1 | 0.1% | |
| 217.51 | 1 | 0.1% | |
| 213.37 | 1 | 0.1% | |
| 203.85 | 1 | 0.1% | |
| 202.69 | 1 | 0.1% |
Hemaglobin
Numeric
| Distinct count | 81 |
|---|---|
| Unique (%) | 8.1% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 40.86 |
|---|---|
| Minimum | 1 |
| Maximum | 80 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 21 |
| Median | 42 |
| Q3 | 59 |
| 95-th percentile | 77 |
| Maximum | 80 |
| Range | 79 |
| Interquartile range | 38 |
Descriptive statistics
| Standard deviation | 22.61104469 |
|---|---|
| Coef of variation | 0.5533784799 |
| Kurtosis | -1.189926878 |
| Mean | 40.86 |
| MAD | 19.61668571 |
| Skewness | 0.01387954516 |
| Sum | 28602 |
| Variance | 511.2593419 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 77 | 19 | 1.9% | |
| 55 | 16 | 1.6% | |
| 9 | 16 | 1.6% | |
| 48 | 15 | 1.5% | |
| 36 | 15 | 1.5% | |
| 53 | 15 | 1.5% | |
| 23 | 14 | 1.4% | |
| 43 | 13 | 1.3% | |
| 68 | 13 | 1.3% | |
| 39 | 12 | 1.2% | |
| Other values (70) | 552 | 55.2% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 2 | 7 | 0.7% | |
| 3 | 11 | 1.1% | |
| 4 | 4 | 0.4% | |
| 5 | 5 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 80 | 4 | 0.4% | |
| 79 | 10 | 1.0% | |
| 78 | 8 | 0.8% | |
| 77 | 19 | 1.9% | |
| 76 | 7 | 0.7% |
Hematocrit
Numeric
| Distinct count | 277 |
|---|---|
| Unique (%) | 27.7% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 151.9842857 |
|---|---|
| Minimum | 3 |
| Maximum | 299 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 80 |
| Median | 146.5 |
| Q3 | 231.25 |
| 95-th percentile | 283.05 |
| Maximum | 299 |
| Range | 296 |
| Interquartile range | 151.25 |
Descriptive statistics
| Standard deviation | 86.83818859 |
|---|---|
| Coef of variation | 0.5713629418 |
| Kurtosis | -1.245651792 |
| Mean | 151.9842857 |
| MAD | 75.94968571 |
| Skewness | 0.0006410472659 |
| Sum | 106389 |
| Variance | 7540.870997 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 234 | 9 | 0.9% | |
| 270 | 7 | 0.7% | |
| 91 | 7 | 0.7% | |
| 97 | 7 | 0.7% | |
| 18 | 6 | 0.6% | |
| 156 | 6 | 0.6% | |
| 144 | 5 | 0.5% | |
| 108 | 5 | 0.5% | |
| 71 | 5 | 0.5% | |
| 231 | 5 | 0.5% | |
| Other values (266) | 638 | 63.8% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3 | 2 | 0.2% | |
| 4 | 3 | 0.3% | |
| 5 | 1 | 0.1% | |
| 6 | 5 | 0.5% | |
| 7 | 3 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 299 | 2 | 0.2% | |
| 298 | 2 | 0.2% | |
| 296 | 2 | 0.2% | |
| 295 | 2 | 0.2% | |
| 294 | 2 | 0.2% |
Hospital_Death
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 512 | 51.2% | |
| 0 | 488 | 48.8% |
INR
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 2.6% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.04 |
|---|---|
| Minimum | 1 |
| Maximum | 25 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| Median | 13 |
| Q3 | 19 |
| 95-th percentile | 24 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range | 12 |
Descriptive statistics
| Standard deviation | 6.83829995 |
|---|---|
| Coef of variation | 0.5244095054 |
| Kurtosis | -1.13923125 |
| Mean | 13.04 |
| MAD | 5.839085714 |
| Skewness | 0.0001324886169 |
| Sum | 9128 |
| Variance | 46.76234621 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) | |
| 14 | 39 | 3.9% | |
| 11 | 38 | 3.8% | |
| 20 | 38 | 3.8% | |
| 12 | 33 | 3.3% | |
| 4 | 33 | 3.3% | |
| 23 | 32 | 3.2% | |
| 15 | 32 | 3.2% | |
| 10 | 32 | 3.2% | |
| 9 | 32 | 3.2% | |
| 17 | 31 | 3.1% | |
| Other values (15) | 360 | 36.0% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 13 | 1.3% | |
| 2 | 30 | 3.0% | |
| 3 | 24 | 2.4% | |
| 4 | 33 | 3.3% | |
| 5 | 30 | 3.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25 | 13 | 1.3% | |
| 24 | 28 | 2.8% | |
| 23 | 32 | 3.2% | |
| 22 | 26 | 2.6% | |
| 21 | 29 | 2.9% |
Lactate
Numeric
| Distinct count | 77 |
|---|---|
| Unique (%) | 7.7% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 37.93 |
|---|---|
| Minimum | 0 |
| Maximum | 75 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 19 |
| Median | 37 |
| Q3 | 57 |
| 95-th percentile | 71 |
| Maximum | 75 |
| Range | 75 |
| Interquartile range | 38 |
Descriptive statistics
| Standard deviation | 21.55936576 |
|---|---|
| Coef of variation | 0.5683987808 |
| Kurtosis | -1.2045364 |
| Mean | 37.93 |
| MAD | 18.70694286 |
| Skewness | -0.01901176255 |
| Sum | 26551 |
| Variance | 464.8062518 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 37 | 16 | 1.6% | |
| 60 | 16 | 1.6% | |
| 25 | 15 | 1.5% | |
| 62 | 15 | 1.5% | |
| 14 | 14 | 1.4% | |
| 8 | 13 | 1.3% | |
| 18 | 13 | 1.3% | |
| 11 | 13 | 1.3% | |
| 27 | 13 | 1.3% | |
| 63 | 13 | 1.3% | |
| Other values (66) | 559 | 55.9% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4 | 0.4% | |
| 1 | 11 | 1.1% | |
| 2 | 12 | 1.2% | |
| 3 | 9 | 0.9% | |
| 4 | 4 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 75 | 7 | 0.7% | |
| 74 | 11 | 1.1% | |
| 73 | 6 | 0.6% | |
| 72 | 6 | 0.6% | |
| 71 | 8 | 0.8% |
Mean_blood_pressure
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| 2 | |
|---|---|
| 3 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 2 | 362 | 36.2% | |
| 3 | 338 | 33.8% | |
| (Missing) | 300 | 30.0% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Oxygen_saturation
Numeric
| Distinct count | 81 |
|---|---|
| Unique (%) | 8.1% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 40.21 |
|---|---|
| Minimum | 1 |
| Maximum | 80 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 22 |
| Median | 41 |
| Q3 | 58.25 |
| 95-th percentile | 76 |
| Maximum | 80 |
| Range | 79 |
| Interquartile range | 36.25 |
Descriptive statistics
| Standard deviation | 22.03080591 |
|---|---|
| Coef of variation | 0.5478937059 |
| Kurtosis | -1.123646574 |
| Mean | 40.21 |
| MAD | 19.00534286 |
| Skewness | 0.0406034999 |
| Sum | 28147 |
| Variance | 485.3564092 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 45 | 17 | 1.7% | |
| 50 | 15 | 1.5% | |
| 28 | 15 | 1.5% | |
| 21 | 14 | 1.4% | |
| 23 | 14 | 1.4% | |
| 60 | 14 | 1.4% | |
| 57 | 13 | 1.3% | |
| 24 | 13 | 1.3% | |
| 30 | 13 | 1.3% | |
| 10 | 13 | 1.3% | |
| Other values (70) | 559 | 55.9% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 7 | 0.7% | |
| 2 | 3 | 0.3% | |
| 3 | 5 | 0.5% | |
| 4 | 7 | 0.7% | |
| 5 | 8 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 80 | 5 | 0.5% | |
| 79 | 10 | 1.0% | |
| 78 | 5 | 0.5% | |
| 77 | 9 | 0.9% | |
| 76 | 10 | 1.0% |
Pao2fio2
Numeric
| Distinct count | 52 |
|---|---|
| Unique (%) | 5.2% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 25.38428571 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 13 |
| Median | 26 |
| Q3 | 38 |
| 95-th percentile | 48 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 25 |
Descriptive statistics
| Standard deviation | 14.58317505 |
|---|---|
| Coef of variation | 0.574496175 |
| Kurtosis | -1.208127363 |
| Mean | 25.38428571 |
| MAD | 12.64011837 |
| Skewness | -0.03875852952 |
| Sum | 17769 |
| Variance | 212.6689945 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 8 | 24 | 2.4% | |
| 38 | 20 | 2.0% | |
| 28 | 20 | 2.0% | |
| 14 | 20 | 2.0% | |
| 44 | 19 | 1.9% | |
| 20 | 19 | 1.9% | |
| 30 | 18 | 1.8% | |
| 16 | 18 | 1.8% | |
| 26 | 17 | 1.7% | |
| 40 | 17 | 1.7% | |
| Other values (41) | 508 | 50.8% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 0.8% | |
| 1 | 16 | 1.6% | |
| 2 | 13 | 1.3% | |
| 3 | 15 | 1.5% | |
| 4 | 11 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 50 | 8 | 0.8% | |
| 49 | 14 | 1.4% | |
| 48 | 15 | 1.5% | |
| 47 | 15 | 1.5% | |
| 46 | 16 | 1.6% |
Platlets
Numeric
| Distinct count | 274 |
|---|---|
| Unique (%) | 27.4% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 151.7514286 |
|---|---|
| Minimum | 1 |
| Maximum | 300 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 17.95 |
| Q1 | 74.5 |
| Median | 158.5 |
| Q3 | 223.25 |
| 95-th percentile | 283 |
| Maximum | 300 |
| Range | 299 |
| Interquartile range | 148.75 |
Descriptive statistics
| Standard deviation | 84.65355425 |
|---|---|
| Coef of variation | 0.5578435409 |
| Kurtosis | -1.178171891 |
| Mean | 151.7514286 |
| MAD | 72.89420408 |
| Skewness | -0.07779325545 |
| Sum | 106226 |
| Variance | 7166.224247 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 287 | 7 | 0.7% | |
| 259 | 7 | 0.7% | |
| 256 | 6 | 0.6% | |
| 58 | 6 | 0.6% | |
| 178 | 6 | 0.6% | |
| 169 | 6 | 0.6% | |
| 122 | 6 | 0.6% | |
| 130 | 6 | 0.6% | |
| 32 | 5 | 0.5% | |
| 82 | 5 | 0.5% | |
| Other values (263) | 640 | 64.0% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2 | 0.2% | |
| 2 | 2 | 0.2% | |
| 3 | 3 | 0.3% | |
| 4 | 1 | 0.1% | |
| 5 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 300 | 2 | 0.2% | |
| 297 | 4 | 0.4% | |
| 296 | 1 | 0.1% | |
| 295 | 1 | 0.1% | |
| 294 | 2 | 0.2% |
Potassium
Numeric
| Distinct count | 422 |
|---|---|
| Unique (%) | 42.2% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 397.3771429 |
|---|---|
| Minimum | 72 |
| Maximum | 718 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 72 |
|---|---|
| 5-th percentile | 113 |
| Q1 | 236.75 |
| Median | 400 |
| Q3 | 553 |
| 95-th percentile | 684.1 |
| Maximum | 718 |
| Range | 646 |
| Interquartile range | 316.25 |
Descriptive statistics
| Standard deviation | 184.0803396 |
|---|---|
| Coef of variation | 0.4632383692 |
| Kurtosis | -1.174518389 |
| Mean | 397.3771429 |
| MAD | 158.8264163 |
| Skewness | 0.002780967098 |
| Sum | 278164 |
| Variance | 33885.57144 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 596 | 6 | 0.6% | |
| 191 | 6 | 0.6% | |
| 207 | 6 | 0.6% | |
| 208 | 5 | 0.5% | |
| 484 | 5 | 0.5% | |
| 338 | 5 | 0.5% | |
| 387 | 4 | 0.4% | |
| 436 | 4 | 0.4% | |
| 495 | 4 | 0.4% | |
| 413 | 4 | 0.4% | |
| Other values (411) | 651 | 65.1% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 72 | 2 | 0.2% | |
| 74 | 2 | 0.2% | |
| 75 | 3 | 0.3% | |
| 76 | 2 | 0.2% | |
| 77 | 2 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 718 | 2 | 0.2% | |
| 714 | 1 | 0.1% | |
| 712 | 1 | 0.1% | |
| 711 | 1 | 0.1% | |
| 709 | 1 | 0.1% |
Resprate_rate
Numeric
| Distinct count | 552 |
|---|---|
| Unique (%) | 55.2% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 774.1542857 |
|---|---|
| Minimum | 1 |
| Maximum | 1500 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 86.9 |
| Q1 | 426.75 |
| Median | 783 |
| Q3 | 1153 |
| 95-th percentile | 1423 |
| Maximum | 1500 |
| Range | 1499 |
| Interquartile range | 726.25 |
Descriptive statistics
| Standard deviation | 424.5135048 |
|---|---|
| Coef of variation | 0.5483577533 |
| Kurtosis | -1.172727593 |
| Mean | 774.1542857 |
| MAD | 367.4773551 |
| Skewness | -0.03889625168 |
| Sum | 541908 |
| Variance | 180211.7158 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 860 | 4 | 0.4% | |
| 1423 | 4 | 0.4% | |
| 989 | 4 | 0.4% | |
| 514 | 4 | 0.4% | |
| 1193 | 3 | 0.3% | |
| 335 | 3 | 0.3% | |
| 494 | 3 | 0.3% | |
| 1183 | 3 | 0.3% | |
| 1030 | 3 | 0.3% | |
| 1405 | 3 | 0.3% | |
| Other values (541) | 666 | 66.6% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 5 | 1 | 0.1% | |
| 6 | 2 | 0.2% | |
| 7 | 1 | 0.1% | |
| 14 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1500 | 1 | 0.1% | |
| 1499 | 1 | 0.1% | |
| 1498 | 1 | 0.1% | |
| 1495 | 1 | 0.1% | |
| 1494 | 1 | 0.1% |
Sodium
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.35 |
|---|---|
| Minimum | 0 |
| Maximum | 15 |
| Zeros (%) | 2.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 7 |
| Q3 | 11 |
| 95-th percentile | 14 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range | 7 |
Descriptive statistics
| Standard deviation | 4.340851297 |
|---|---|
| Coef of variation | 0.5905920132 |
| Kurtosis | -1.198119719 |
| Mean | 7.35 |
| MAD | 3.765571429 |
| Skewness | 0.04239833573 |
| Sum | 5145 |
| Variance | 18.84298999 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) | |
| 3 | 55 | 5.5% | |
| 4 | 55 | 5.5% | |
| 8 | 50 | 5.0% | |
| 12 | 50 | 5.0% | |
| 7 | 49 | 4.9% | |
| 1 | 49 | 4.9% | |
| 10 | 48 | 4.8% | |
| 2 | 48 | 4.8% | |
| 11 | 45 | 4.5% | |
| 9 | 43 | 4.3% | |
| Other values (6) | 208 | 20.8% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 22 | 2.2% | |
| 1 | 49 | 4.9% | |
| 2 | 48 | 4.8% | |
| 3 | 55 | 5.5% | |
| 4 | 55 | 5.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15 | 22 | 2.2% | |
| 14 | 42 | 4.2% | |
| 13 | 43 | 4.3% | |
| 12 | 50 | 5.0% | |
| 11 | 45 | 4.5% |
Systolic_blood_pressure_max
Numeric
| Distinct count | 203 |
|---|---|
| Unique (%) | 20.3% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 109.7471429 |
|---|---|
| Minimum | 1 |
| Maximum | 214 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 60 |
| Median | 108.5 |
| Q3 | 162 |
| 95-th percentile | 205 |
| Maximum | 214 |
| Range | 213 |
| Interquartile range | 102 |
Descriptive statistics
| Standard deviation | 60.097206 |
|---|---|
| Coef of variation | 0.5475969983 |
| Kurtosis | -1.150660665 |
| Mean | 109.7471429 |
| MAD | 51.6506898 |
| Skewness | 0.02489012323 |
| Sum | 76823 |
| Variance | 3611.674169 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 33 | 9 | 0.9% | |
| 66 | 8 | 0.8% | |
| 106 | 8 | 0.8% | |
| 125 | 8 | 0.8% | |
| 43 | 8 | 0.8% | |
| 92 | 7 | 0.7% | |
| 102 | 7 | 0.7% | |
| 54 | 7 | 0.7% | |
| 154 | 7 | 0.7% | |
| 121 | 7 | 0.7% | |
| Other values (192) | 624 | 62.4% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 3 | 0.3% | |
| 2 | 2 | 0.2% | |
| 3 | 2 | 0.2% | |
| 4 | 1 | 0.1% | |
| 7 | 3 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 214 | 7 | 0.7% | |
| 213 | 3 | 0.3% | |
| 212 | 4 | 0.4% | |
| 211 | 4 | 0.4% | |
| 210 | 5 | 0.5% |
Systolic_blood_pressure_min
Highly correlated
This variable is highly correlated with Systolic_blood_pressure_max and should be ignored for analysis
| Correlation | 1 |
|---|
Temperature
Numeric
| Distinct count | 80 |
|---|---|
| Unique (%) | 8.0% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 59.94571429 |
|---|---|
| Minimum | 21 |
| Maximum | 100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 24.95 |
| Q1 | 39 |
| Median | 60 |
| Q3 | 79 |
| 95-th percentile | 96 |
| Maximum | 100 |
| Range | 79 |
| Interquartile range | 40 |
Descriptive statistics
| Standard deviation | 22.96398677 |
|---|---|
| Coef of variation | 0.3830797087 |
| Kurtosis | -1.190579191 |
| Mean | 59.94571429 |
| MAD | 19.76757551 |
| Skewness | -0.00213330175 |
| Sum | 41962 |
| Variance | 527.3446883 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 60 | 16 | 1.6% | |
| 65 | 15 | 1.5% | |
| 29 | 13 | 1.3% | |
| 77 | 13 | 1.3% | |
| 67 | 13 | 1.3% | |
| 59 | 13 | 1.3% | |
| 25 | 13 | 1.3% | |
| 35 | 12 | 1.2% | |
| 58 | 12 | 1.2% | |
| 43 | 12 | 1.2% | |
| Other values (69) | 568 | 56.8% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 21 | 4 | 0.4% | |
| 22 | 10 | 1.0% | |
| 23 | 10 | 1.0% | |
| 24 | 11 | 1.1% | |
| 25 | 13 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 4 | 0.4% | |
| 99 | 9 | 0.9% | |
| 98 | 8 | 0.8% | |
| 97 | 10 | 1.0% | |
| 96 | 7 | 0.7% |
Urineoutput
Numeric
| Distinct count | 276 |
|---|---|
| Unique (%) | 27.6% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 150.2585714 |
|---|---|
| Minimum | 0 |
| Maximum | 300 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15.95 |
| Q1 | 78 |
| Median | 152 |
| Q3 | 224 |
| 95-th percentile | 283 |
| Maximum | 300 |
| Range | 300 |
| Interquartile range | 146 |
Descriptive statistics
| Standard deviation | 85.86195294 |
|---|---|
| Coef of variation | 0.5714279866 |
| Kurtosis | -1.15071699 |
| Mean | 150.2585714 |
| MAD | 73.53921224 |
| Skewness | -0.01799785834 |
| Sum | 105181 |
| Variance | 7372.274962 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 90 | 8 | 0.8% | |
| 262 | 8 | 0.8% | |
| 8 | 7 | 0.7% | |
| 294 | 7 | 0.7% | |
| 167 | 6 | 0.6% | |
| 200 | 6 | 0.6% | |
| 86 | 6 | 0.6% | |
| 177 | 6 | 0.6% | |
| 272 | 6 | 0.6% | |
| 259 | 5 | 0.5% | |
| Other values (265) | 635 | 63.5% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.2% | |
| 1 | 1 | 0.1% | |
| 2 | 3 | 0.3% | |
| 3 | 3 | 0.3% | |
| 4 | 2 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 300 | 2 | 0.2% | |
| 299 | 1 | 0.1% | |
| 298 | 4 | 0.4% | |
| 297 | 1 | 0.1% | |
| 296 | 1 | 0.1% |
WBC
Numeric
| Distinct count | 299 |
|---|---|
| Unique (%) | 29.9% |
| Missing (%) | 30.0% |
| Missing (n) | 300 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 173.5028571 |
|---|---|
| Minimum | 1 |
| Maximum | 349 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 87 |
| Median | 172 |
| Q3 | 257.25 |
| 95-th percentile | 330.05 |
| Maximum | 349 |
| Range | 348 |
| Interquartile range | 170.25 |
Descriptive statistics
| Standard deviation | 98.56359642 |
|---|---|
| Coef of variation | 0.5680805379 |
| Kurtosis | -1.157817101 |
| Mean | 173.5028571 |
| MAD | 84.23862857 |
| Skewness | -0.003586992888 |
| Sum | 121452 |
| Variance | 9714.782538 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 189 | 7 | 0.7% | |
| 246 | 6 | 0.6% | |
| 297 | 6 | 0.6% | |
| 331 | 6 | 0.6% | |
| 129 | 6 | 0.6% | |
| 158 | 5 | 0.5% | |
| 295 | 5 | 0.5% | |
| 30 | 5 | 0.5% | |
| 174 | 5 | 0.5% | |
| 160 | 5 | 0.5% | |
| Other values (288) | 644 | 64.4% | |
| (Missing) | 300 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 3 | 0.3% | |
| 2 | 2 | 0.2% | |
| 4 | 1 | 0.1% | |
| 5 | 1 | 0.1% | |
| 6 | 3 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 349 | 3 | 0.3% | |
| 347 | 2 | 0.2% | |
| 345 | 2 | 0.2% | |
| 344 | 3 | 0.3% | |
| 342 | 1 | 0.1% |
Weight
Numeric
| Distinct count | 333 |
|---|---|
| Unique (%) | 33.3% |
| Missing (%) | 66.0% |
| Missing (n) | 660 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 58.47458824 |
|---|---|
| Minimum | 9 |
| Maximum | 108.42 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 27.917 |
| Q1 | 43.46 |
| Median | 57.79 |
| Q3 | 72.0325 |
| 95-th percentile | 91.2855 |
| Maximum | 108.42 |
| Range | 99.42 |
| Interquartile range | 28.5725 |
Descriptive statistics
| Standard deviation | 19.81799437 |
|---|---|
| Coef of variation | 0.3389163562 |
| Kurtosis | -0.5447958432 |
| Mean | 58.47458824 |
| MAD | 16.31816194 |
| Skewness | 0.08045635767 |
| Sum | 19881.36 |
| Variance | 392.752901 |
| Memory size | 7.9 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 39.06 | 2 | 0.2% | |
| 73.95 | 2 | 0.2% | |
| 27.92 | 2 | 0.2% | |
| 41.52 | 2 | 0.2% | |
| 64.94 | 2 | 0.2% | |
| 60.76 | 2 | 0.2% | |
| 50.51 | 2 | 0.2% | |
| 71.56 | 2 | 0.2% | |
| 26.88 | 1 | 0.1% | |
| 81.62 | 1 | 0.1% | |
| Other values (322) | 322 | 32.2% | |
| (Missing) | 660 | 66.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 9 | 1 | 0.1% | |
| 11.23 | 1 | 0.1% | |
| 12.33 | 1 | 0.1% | |
| 14.19 | 1 | 0.1% | |
| 16.01 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 108.42 | 1 | 0.1% | |
| 100.23 | 1 | 0.1% | |
| 99.6 | 1 | 0.1% | |
| 99.3 | 1 | 0.1% | |
| 99.04 | 1 | 0.1% |
First rows
| Age | Albumin | Arterial_partial_pressure_co2 | Arterial_ph | Bilirubin | BUN | Calcium | Creatinine | Diagnosis_code | Diastolic_blood_pressure_max | Diastolic_blood_pressure_min | encounter_id | Ethnicity | Gender | glucose | Hco3 | heart_rate | Height | Hemaglobin | Hematocrit | Hospital_Death | INR | Lactate | Mean_blood_pressure | Oxygen_saturation | Pao2fio2 | Platlets | Potassium | Resprate_rate | Sodium | Systolic_blood_pressure_max | Systolic_blood_pressure_min | Temperature | Urineoutput | WBC | Weight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | NaN | 34.0 | 7.0 | NaN | 931.0 | 93.0 | NaN | NaN | NaN | NaN | 34937 | Hispanic | M | NaN | 152.0 | NaN | NaN | NaN | 270.0 | 1 | NaN | 68.0 | 2.0 | 68.0 | 40.0 | 224.0 | NaN | 1147.0 | 5.0 | 66.0 | 52.8 | 22.0 | 259.0 | 300.0 | NaN |
| 1 | 53.0 | NaN | 29.0 | NaN | NaN | 662.0 | 89.0 | NaN | NaN | 4.8 | 3.2 | 483670 | Asian | NaN | NaN | 173.0 | 1138.0 | NaN | NaN | 274.0 | 0 | 12.0 | NaN | 2.0 | 17.0 | 44.0 | 93.0 | 495.0 | 1063.0 | 5.0 | 118.0 | 94.4 | 87.0 | 47.0 | 228.0 | NaN |
| 2 | NaN | 1.0 | NaN | NaN | 186.0 | 723.0 | 41.0 | 59.0 | 249.0 | NaN | NaN | 150725 | African American | NaN | 33.0 | 40.0 | 1403.0 | 175.14 | 39.0 | 92.0 | 1 | NaN | 35.0 | 3.0 | NaN | 39.0 | NaN | NaN | NaN | 10.0 | 171.0 | 136.8 | 45.0 | 281.0 | NaN | NaN |
| 3 | NaN | 6.0 | 68.0 | 8.0 | 601.0 | 658.0 | 98.0 | 82.0 | NaN | 6.0 | 4.0 | 278547 | African American | NaN | NaN | 202.0 | NaN | 183.08 | 68.0 | 79.0 | 0 | 15.0 | 39.0 | NaN | 14.0 | 11.0 | 257.0 | 334.0 | 1085.0 | 12.0 | 177.0 | 141.6 | NaN | 86.0 | NaN | NaN |
| 4 | 58.0 | 6.0 | 225.0 | 7.0 | 284.0 | NaN | NaN | 95.0 | NaN | 1.2 | 0.8 | 457468 | African American | NaN | 25.0 | 2.0 | 1001.0 | 162.62 | 43.0 | NaN | 0 | NaN | 32.0 | NaN | 14.0 | 37.0 | 130.0 | NaN | NaN | 3.0 | 158.0 | 126.4 | 79.0 | 15.0 | NaN | 73.88 |
| 5 | NaN | 5.0 | 157.0 | 8.0 | 534.0 | NaN | NaN | 28.0 | NaN | 3.6 | 2.4 | 446533 | Asian | F | 15.0 | 221.0 | 1482.0 | NaN | 79.0 | NaN | 0 | 14.0 | 31.0 | 2.0 | NaN | 40.0 | 190.0 | 145.0 | 350.0 | 14.0 | 125.0 | 100.0 | NaN | 88.0 | 20.0 | 60.48 |
| 6 | 58.0 | 5.0 | NaN | 7.0 | 52.0 | 527.0 | 25.0 | 11.0 | 222.0 | NaN | NaN | 258288 | Hispanic | F | NaN | 82.0 | 1018.0 | NaN | NaN | NaN | 0 | 17.0 | 64.0 | 3.0 | 51.0 | 1.0 | NaN | 718.0 | 849.0 | 6.0 | 161.0 | 128.8 | 33.0 | 74.0 | 252.0 | NaN |
| 7 | NaN | 1.0 | 31.0 | 7.0 | NaN | 1055.0 | 23.0 | NaN | 357.0 | NaN | NaN | 354916 | Caucasian | M | NaN | NaN | 743.0 | 167.96 | 68.0 | 242.0 | 0 | 19.0 | 55.0 | 2.0 | NaN | NaN | 193.0 | 387.0 | 381.0 | NaN | 175.0 | 140.0 | NaN | 177.0 | 137.0 | 41.49 |
| 8 | NaN | NaN | 47.0 | 7.0 | 568.0 | 203.0 | 66.0 | NaN | 356.0 | 2.4 | 1.6 | 128005 | Hispanic | NaN | 19.0 | NaN | 475.0 | NaN | 64.0 | 98.0 | 0 | 21.0 | 13.0 | NaN | NaN | 32.0 | 119.0 | 554.0 | 527.0 | 1.0 | 104.0 | 83.2 | 74.0 | NaN | 325.0 | NaN |
| 9 | NaN | 2.0 | NaN | NaN | 708.0 | 943.0 | 21.0 | 91.0 | 303.0 | NaN | NaN | 205307 | Caucasian | NaN | 9.0 | NaN | 1517.0 | NaN | 76.0 | NaN | 1 | NaN | 45.0 | 2.0 | 11.0 | 20.0 | 43.0 | 228.0 | 1435.0 | NaN | 104.0 | 83.2 | 77.0 | 140.0 | 129.0 | NaN |
Last rows
| Age | Albumin | Arterial_partial_pressure_co2 | Arterial_ph | Bilirubin | BUN | Calcium | Creatinine | Diagnosis_code | Diastolic_blood_pressure_max | Diastolic_blood_pressure_min | encounter_id | Ethnicity | Gender | glucose | Hco3 | heart_rate | Height | Hemaglobin | Hematocrit | Hospital_Death | INR | Lactate | Mean_blood_pressure | Oxygen_saturation | Pao2fio2 | Platlets | Potassium | Resprate_rate | Sodium | Systolic_blood_pressure_max | Systolic_blood_pressure_min | Temperature | Urineoutput | WBC | Weight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 17.0 | 6.0 | 77.0 | 7.0 | 247.0 | 927.0 | NaN | 40.0 | NaN | 2.4 | 1.6 | 392188 | Hispanic | NaN | 18.0 | NaN | NaN | NaN | 77.0 | 26.0 | 1 | NaN | 12.0 | 2.0 | NaN | 20.0 | 190.0 | 140.0 | 779.0 | 9.0 | NaN | NaN | 32.0 | 86.0 | 281.0 | 39.55 |
| 991 | NaN | NaN | 232.0 | 7.0 | NaN | 765.0 | 26.0 | 77.0 | 345.0 | 4.8 | 3.2 | 137087 | Hispanic | NaN | 3.0 | NaN | 796.0 | 157.19 | NaN | 87.0 | 0 | NaN | 4.0 | NaN | 17.0 | 34.0 | NaN | NaN | NaN | NaN | 2.0 | 1.6 | 97.0 | NaN | 136.0 | NaN |
| 992 | NaN | 2.0 | NaN | 8.0 | NaN | NaN | NaN | 68.0 | NaN | 3.6 | 2.4 | 341603 | African American | F | NaN | 185.0 | 1056.0 | NaN | 39.0 | NaN | 1 | NaN | NaN | 3.0 | NaN | 38.0 | 58.0 | 593.0 | 1415.0 | 14.0 | 116.0 | 92.8 | 73.0 | NaN | 243.0 | NaN |
| 993 | NaN | NaN | 141.0 | 7.0 | NaN | 199.0 | 80.0 | 39.0 | 369.0 | NaN | NaN | 494898 | African American | NaN | 3.0 | 66.0 | 1165.0 | NaN | 71.0 | 118.0 | 1 | 21.0 | NaN | 2.0 | 79.0 | 6.0 | NaN | 191.0 | NaN | 15.0 | 13.0 | 10.4 | 98.0 | 105.0 | 321.0 | NaN |
| 994 | 36.0 | 6.0 | 248.0 | 8.0 | NaN | NaN | 82.0 | 100.0 | NaN | NaN | NaN | 382804 | Asian | NaN | 31.0 | 204.0 | 170.0 | NaN | 65.0 | NaN | 0 | 17.0 | 11.0 | 2.0 | 31.0 | 49.0 | 278.0 | 460.0 | NaN | 4.0 | NaN | NaN | 49.0 | NaN | NaN | 96.59 |
| 995 | 52.0 | 4.0 | NaN | 7.0 | 664.0 | NaN | 55.0 | NaN | NaN | 2.4 | 1.6 | 124054 | Hispanic | M | 5.0 | 150.0 | 1155.0 | NaN | 18.0 | NaN | 0 | 22.0 | 19.0 | 3.0 | NaN | 3.0 | 181.0 | NaN | 1216.0 | NaN | 209.0 | 167.2 | 50.0 | NaN | 16.0 | NaN |
| 996 | 17.0 | 5.0 | NaN | 8.0 | NaN | NaN | 22.0 | 65.0 | 275.0 | 6.0 | 4.0 | 201331 | Hispanic | NaN | 10.0 | 177.0 | 535.0 | NaN | 10.0 | NaN | 1 | 3.0 | 15.0 | 2.0 | 66.0 | NaN | 196.0 | 207.0 | 763.0 | 6.0 | NaN | NaN | NaN | 158.0 | 345.0 | NaN |
| 997 | 54.0 | 2.0 | NaN | 6.0 | NaN | 279.0 | NaN | 33.0 | NaN | NaN | NaN | 121414 | Hispanic | NaN | 34.0 | 119.0 | NaN | NaN | 19.0 | 278.0 | 0 | 13.0 | 14.0 | 2.0 | 58.0 | NaN | 254.0 | 497.0 | NaN | 8.0 | 183.0 | 146.4 | 53.0 | 8.0 | 319.0 | NaN |
| 998 | NaN | 6.0 | 47.0 | 8.0 | 51.0 | 80.0 | 23.0 | 93.0 | NaN | 3.6 | 2.4 | 360877 | Hispanic | NaN | NaN | 121.0 | 1445.0 | NaN | 61.0 | 270.0 | 0 | NaN | NaN | NaN | 6.0 | 0.0 | 181.0 | 589.0 | 1156.0 | 4.0 | 20.0 | 16.0 | NaN | 20.0 | 263.0 | 54.91 |
| 999 | 75.0 | NaN | 203.0 | 8.0 | NaN | NaN | NaN | 85.0 | 350.0 | 0.0 | 0.0 | 221144 | African American | NaN | 33.0 | 15.0 | 912.0 | 182.10 | 72.0 | 248.0 | 1 | 25.0 | 34.0 | 3.0 | NaN | 24.0 | 180.0 | 191.0 | NaN | 9.0 | NaN | NaN | 99.0 | 90.0 | 287.0 | NaN |